Showing posts with label second language. Show all posts
Showing posts with label second language. Show all posts

Saturday, April 15, 2017

Second most spoken languages in Africa, part 3

A couple of years ago, I wrote a couple of posts about a map of second languages in Africa, within a set of similar maps for all continents, that came out of Olivet Nazarene University (ONU). Well there's another version by Max Holloway on MoveHub that actually dates to 2014, which is making the rounds again now thanks to Digg.

Here's the Africa map, snipped from the set (click to enlarge), and with the legend modified slightly to make the image narrow enough to fit here in a larger view:





































What are we talking about?


I actually think that it's great that people try to produce such different ways of looking at facts we sometimes take for granted. Not meaning "alternative facts" here, but maybe alternative ways of looking at facts - different angles which help understand a complex whole.  And I especially appreciate the effort that has gone into doing this with regard to languages. Also, it is worth noting that the map of Africa above covers more countries than the ONU map - no small effort in either case, but kudos to Max Holloway and MoveHub for taking it further.

All that said, the first issue with this effort is the same as with the other one: Is it "second most common first language" (L1) or "most common second language" (L2)? I think it's intended to be the first, but that's muddied by mention "second language." Or is it really something like the second most commonly spoken language (L1+L2)? It would help to begin such efforts by mentioning these alternatives, and making it clear what one is and and which ones aren't being referred to.

What counts as first most spoken?


Second, there are questions about assumptions made and data used. Is the assumption here - like in the ONU map - that the "official language" (a legal or sometimes constitutional category) is the most spoken (first) language? That cannot be assumed to be the case, especially in African countries where official languages generally are those inherited from the colonial period. So for example, as I discussed previously (in "part 1"), Bambara would not be the second most spoken language in Mali, but rather the first (L1+L2, and probably L1 only), with the official French probably being second (counting L1+L2 speakers, but definitely not first or second counting L1 only).

Similar issues arise in many countries. I won't go into all of them (having done so previously, in "part 2"), but will note the interesting case of Ethiopia. The two most spoken languages there are Amharic and Oromo, and figures vary on their respective numbers of speakers. The ONU map showed Oromo as the second language, but in the accompanying article cited figures that Oromo was spoken by more of the population. The map above from MoveHub reflects the latter (Amharic as second). The figures in Ethnologue are very close, with about 100k more Amharic speakers (L1+L2) than speakers of all varieties of Oromo (which are generally taken together, thought that couold be another discussion), However it looks like a larger percentage of Oromo speakers are L1 speakers, there being a significant number of L2 speakers of Amharic. I go into all this as an indication of the kinds of complexities one gets into when trying to make a simple declaration of which language is the second in the country - as well as the need mentioned above to be very clear what criteria one is using.

Data and interpretation


But what about the data on which the map is based - where did the information used come from? Perhaps from a list something like this one from InfoPlease? Many of the labels on this map look like the languages listed in second position for various countries, including "Sudanic" for Burkina Faso and "Bantu" for Angola, which are language families and not languages (and Sudanic is not currently used as a linguistic classification). So a major issue is the quality of data relied on, and its interpretation on the map.

On the topic of language groupings, Fon in Benin is a Gbe language, like Ewe in Togo and southeast Ghana. In all three of these countries (among many, as noted above) the rankings of languages should be reviewed - although it is interesting to imagine the unexplored implications of three states in West Africa having major numbers of Gbe language speakers.

Again, I won't review this in detail, as much is similar to the ONU map already reviewed, though with some differences that are interesting (such as Mende probably correctly the second most spoken language in Sierra Leone after Krio) or puzzling (such as Kiunguja, a dialect of Swahili in Zanzibar, for Tanzania).

Three maps


Where to go with all this, and why spend three blog posts on it? On the latter question, I think that this map concept is a useful way to look at languages in Africa - and the world (remembering that both the ONU and MoveHub efforts covered all continents). However, nice graphics have a way of circulating and if the information in them is not accurate, or otherwise presents a confusing picture, they don't serve the purpose they were created for.

Yet in the case of Africa, at least, this is a complicated subject based on often imperfect data that can be interpreted variously. So anyone's map of a clearly defined "second (most spoken) (first) (first & second) languages" by country could be critiqued on details.

What I would propose for Africa is a set of three maps, based on a bonafide source, showing for each country:

  • the most spoken language (L1+L2),
  • the second most spoken language, and
  • the third most spoken (inspired on the latter by an interesting map of third most-spoken languages by state in the US). 

Put these three side-by-side with the standard map showing official language(s) by country and you have the basis for some interesting discussions.

* "Second most spoken languages in Africa" (1 May 2015) discusses the problems with the ONU map, while "Second most spoken languages in Africa, part 2" (8 May 2015) comments country by country. See also, "How many people speak what in Africa?" (7 May 2015).

Thursday, May 07, 2015

How many people speak what in Africa?

More on language maps with focus on Africa. This picks up a discussion begun in an earlier post, "Second most spoken languages in Africa."

One of the reactions (by several people on Twitter) to a set of maps and diagrams of the most spoken languages in the world published in the Washington Post's April 23 feature "The world’s languages, in 7 maps and charts"- in particular the diagram at right - was a question as to why Swahili was not included. After all, estimates of speakers of Swahili run as high as over 150 million.

African languages do tend to get overlooked in various contexts, but in this case it seems that the criteria used - "native language" - was the deciding factor. Swahili is widely used as a second or additional language (L2 being the common abbreviation) but relatively fewer people speak it as a first or native language (L1) - somewhere in the range of 15-50 million (more on such estimates below). This is not enough to make this chart, which deals only with L1s. The number of L1+L2 speakers of Swahili is in the 60-150 million range.

The map/diagram at right was posted on Twitter as a reference in the above discussion. (Thanks to Prof. Calestous Juma of Harvard University for calling our attention to it.) This comes from an article entitled "International Mother Language Day 2014" on the elearning-africa.com site. However the figures given for "six of the most widely-spoken languages" clearly have to do not just with maternal language (L1) speakers, but also with L2 speakers.

To elearning-africa.com's credit, the article notes the complexities involved in citing figures for African languages, including the L1 and L2 issue:

"[I]t is of course extremely difficult to count numbers of language speakers, especially when the data is vague. Should only first-language speakers be counted? But then, what about Kiswahili and Hausa, which have fewer native speakers but are used across wide geographical areas as trade languages? It is important to remember that any depiction of African languages, other than the most exhaustive study, will be a compromise at best."

The closest we have to an exhaustive study of numbers of African language speakers continentwide would be the figures compiled by Ethnolgue, though these are themselves often estimates and works in progress. Still, one could work with such figures - as well as other research on language use in specific parts of Africa - to outline the top most spoken languages at different geographic scales - continental, sub-regions, countries, and provincial. These could in turn be presented in map layers. The utility of such data would be in better informing development/extension projects and relief efforts (such as that against ebola recently in West Africa) in which communication, participation, and education are fundamental..

Source: Michigan State University African Studies Center, "Exploring Africa" (modified)
In the meantime, a diagram like the one at right, which doesn't offer any numbers but picks some of the most spoken African languages by country, represents a useful compromise on a macro level. This particular example, needs updating and revision. Some issues (and a few changes) include:
  • Updating to reflect the split of Sudan and South Sudan
  • In some cases the languages appear to be listed in order of number of speakers, but in others not - it would help to do the former consistently.
  • I corrected one of the language names for Guinea - "Futa Jalon" is not a language, but a region where Pular, a variety of Fula, is spoken. 
  • Also about Fula, the listing of "Fulfulde" and "Pulaar Fulfulde" from Mauritania through Guinea Bissau needs review/revision.
  • For Ghana, Fante and Asante-Twi could be consolidated to Akan, and one of the northern languages could be listed.
  • I removed "Hima" as a language of Rwanda and Burundi. It's a name (or dialect) of Nkore, which although related to Kinyarwanda/Kirundi, is a language of Uganda. In Rwanda and Burundi, Ethnologue considers it "an ethnic group (not a language) which speaks Rwanda or Rundi."
On the other end of the spectrum - that of "granularity" of linguistic data - there is a set of detailed maps of "Distribution of African Languages" on muturzikin.com (an image of these together as presented on their site is on the right). In some ways this impressive work addresses the need for more accurate maps, although it has no indications of level of use (per numbers of speakers). Also, since in multilingual Africa, language use overlaps and rarely if ever respects borders or boundaries, it would be useful to see some kind of layering feature, as well as the ability to zoom out and drop some detail in favor of aggregated data on more widely spoken languages.

The latter maps of course focus only on African languages, and without reference to the Europhone languages used in many countries in official capacity and/or as lingua francas (L2s). Another adaptation, therefore, could be on the continental level, to list the top most spoken languages (L1+L2) per country, including all tongues.

This would bring us back to the map of "second most spoken languages" in Africa proposed by Olivet Nazarene University. A more detailed look at that effort will be the subject of the next posting.